| Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications J Lee, F Wu, W Zhao, M Ghaffari, L Liao, D Siegel Mechanical systems and signal processing 42 (1-2), 314-334, 2014 | 1711 | 2014 |
| Review of Hybrid Prognostics Approaches for Remaining Useful Life Prediction of Engineered Systems, and an Application to Battery Life Prediction L Liao, F Kottig Reliability, IEEE Transactions on 63 (1), 191-207, 2014 | 584 | 2014 |
| Enhanced Restricted Boltzmann Machine with Prognosability Regularization for Prognostics and Health Assessment L Liao, W Jin, R Pavel IEEE Transactions on Industrial Electronics, 2016 | 289 | 2016 |
| Discovering prognostic features using genetic programming in remaining useful life prediction L Liao IEEE Transactions on Industrial Electronics 61 (5), 2464-2472, 2013 | 274 | 2013 |
| A hybrid framework combining data-driven and model-based methods for system remaining useful life prediction L Liao, F Köttig Applied Soft Computing 44, 191-199, 2016 | 238 | 2016 |
| Prognostics enabled resilient control for model-based building automation systems K Ji, Y Lu, L Liao, Z Song, D Wei Proceedings of the 12th Conference of International Building Performance …, 2011 | 178 | 2011 |
| Machine Anomaly Detection and Diagnosis Incorporating Operational Data L Liao US Patent App. 13/301,157, 2013 | 175 | 2013 |
| A novel method for machine performance degradation assessment based on fixed cycle features test L Liao, J Lee Journal of Sound and Vibration 326 (3-5), 894-908, 2009 | 120 | 2009 |
| METHODS FOR PROGNOSING MECHANICAL SYSTEMS J Lee, L Liao, UOF CINCINNATI US Patent US 8301406 B2, 2009 | 118 | 2009 |
| Novel method for rolling element bearing health assessment—A tachometer-less synchronously averaged envelope feature extraction technique D Siegel, H Al-Atat, V Shauche, L Liao, J Snyder, J Lee Mechanical Systems and Signal Processing, 2012 | 75 | 2012 |
| Design of a reconfigurable prognostics platform for machine tools L Liao, J Lee Expert systems with applications 37 (1), 240-252, 2010 | 60 | 2010 |
| Computer-implemented method and system for machine tool damage assessment, prediction, and planning in manufacturing shop floor L Liao, RS Minhas, A Rangarajan, T Kurtoglu, J de Kleer US Patent 10,139,311, 2018 | 45* | 2018 |
| Combining deep learning and survival analysis for asset health management L Liao, H Ahn International Journal of Prognostics and Health Management 7, 2016 | 43 | 2016 |
| Informatics platform for designing and deploying e-manufacturing systems J Lee, L Liao, E Lapira, J Ni, L Li Collaborative Design and Planning for Digital Manufacturing, 1-35, 2009 | 32 | 2009 |
| A Reconfigurable Watchdog Agent® for Machine Health Prognostics. L Liao, H Wang, J Lee International Journal of COMADEM 11 (3), 2008 | 24 | 2008 |
| Machine tool feed axis health monitoring using plug-and-prognose technology L Liao, R Pavel Proc. proceedings of the 2012 conference of the society for machinery …, 2012 | 21 | 2012 |
| Embedded prognostics on PLC platforms for equipment condition monitoring, diagnosis and time-to-failure/service prediction L Liao, E Eligul, Z Edmondson US Patent 9,996,405, 2018 | 18 | 2018 |
| An adaptive modeling for robust prognostics on a reconfigurable platform L Liao University of Cincinnati, 2010 | 18 | 2010 |
| Resilient optimization and control for distributed systems L Liao, K Ji US Patent 10,146,611, 2018 | 12 | 2018 |
| A Self-Aware Machine Platform in Manufacturing Shop Floor Utilizing MTConnect Data L Liao, R Minhas, A Rangarajan, T Kurtoglu, J de Kleer Annual Conference of the Prognostics and Health Management Society 2014, 2014 | 12 | 2014 |
